R&D Initiatives
Research and standards work presented at IETF 126 (Vienna) that a multi-region Akamai footprint would directly accelerate — global measurement vantage points, relay and bootstrap diversity, and edge nodes for agent-network experiments.
IETF 126 · MAPRGVerifiable Telemetry Objects (CBOR-42)
A common measurement framework for large-scale libp2p deployments: deterministic CBOR encoding, content-addressed telemetry, and cryptographic provenance that turns operational exhaust into reproducible scientific artifacts.
- Verification shell: signatures, CIDs, org attestations
- Provenance metadata: implementation, version, environment
- Deterministic CBOR (RFC 8949) for reproducible hashing
- IPFS/Filecoin-backed benchmark repositories
IETF 126 · IEPGOperating & measuring agent networks
Early operational lessons from running AGNTCY over libp2p: quantifying the hidden discovery tax, relay dependency, and NAT complexity across cloud, enterprise, Kubernetes, edge, and residential environments.
- Discovery latency as workflow latency
- Direct connectivity vs. relay dependency baselines
- Identity-aware telemetry linking peer IDs to agent traces
- Cross-layer correlation: agent → protocol → network
Standards trackDAWN, DMSC & agentproto
Active participation in emerging agent-networking work — Discovery of Agents, Workloads and Named entities (DAWN), Dynamic Multi-agent Secured Collaboration (DMSC), and agent communication protocols — alongside Cisco, Ericsson, Huawei, Alibaba, and China Telecom.
- Cisco AAIF observability and DAWN BoF participation
- MAPRG measurement work with Ericsson
- DMSC problem statement and use cases
- Feeding research outputs into libp2p spec modules
ArchitectureSLIM over libp2p
The joint AGNTCY × libp2p stack: SLIM for multi-agent coordination, Kademlia DHT for capability discovery, and libp2p primitives (QUIC, WebRTC, WebSockets, TCP) as the transport-agnostic core with self-sovereign Ed25519 peer identities.
- Capability-based routing via Kademlia DHT
- IPLD-backed execution DAGs for auditable agent decisions
- CID deduplication to cut duplicate model downloads
- Intelligent workload routing across a resource marketplace
Implementationpy-libp2p & unified testing framework
Cross-implementation conformance across Go, Rust, JavaScript, and Python nodes, with a unified testing harness producing comparable performance baselines and a Wireshark-style dissector layer for higher-level telemetry.
- Cross-language interop and conformance runs
- Standardized performance baselines per transport
- py-libp2p, py-cid, py-multiaddr ecosystem maturity
- Luminar prototype for decentralized telemetry aggregation
Open questionsPrivacy-preserving & AI-native measurement
Research topics we would like Akamai's edge footprint to help answer: selective disclosure in verifiable telemetry, differential privacy for network observations, and taxonomy extensions for distributed inference.
- Selective disclosure within verifiable artifacts
- Differential privacy for shared measurements
- Taxonomy extensions for multi-agent execution
- Longitudinal dataset preservation and retrieval